Mario Marchand

University of Ottawa, Ottawa, ON, Canada 
Computer Science
"Mario Marchand"
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Brochu F, Plante PL, Drouin A, et al. (2019) Mass spectra alignment using virtual lock-masses. Scientific Reports. 9: 8469
Plante PL, Francovic-Fontaine É, May JC, et al. (2019) Predicting Ion Mobility Collision Cross-Sections Using a Deep Neural Network: DeepCCS. Analytical Chemistry
Drouin A, Letarte G, Raymond F, et al. (2019) Interpretable genotype-to-phenotype classifiers with performance guarantees. Scientific Reports. 9: 4071
Drouin A, Giguère S, Déraspe M, et al. (2016) Predictive computational phenotyping and biomarker discovery using reference-free genome comparisons. Bmc Genomics. 17: 754
Ganin Y, Ustinova E, Ajakan H, et al. (2016) Domain-adversarial training of neural networks Journal of Machine Learning Research. 17: 1-35
Giguère S, Laviolette F, Marchand M, et al. (2015) Machine learning assisted design of highly active peptides for drug discovery. Plos Computational Biology. 11: e1004074
Shah M, Marchand M, Corbeil J. (2012) Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 174-186
Laviolette F, Marchand M, Shah M, et al. (2010) Learning the set covering machine by bound minimization and margin-sparsity trade-off Machine Learning. 78: 175-201
Laviolette F, Marchand M, Shanian S. (2008) Selective sampling for classification Artificial Intelligence. 191-202
Marchand M, Sokolova M. (2005) Learning with decision lists of data-dependent features Journal of Machine Learning Research. 6
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